head to head · open source
generative-ai-for-beginners vs promptflow
generative-ai-for-beginners has 122,853 GitHub stars, 65,741 forks, 23 open issues and last shipped yesterday. promptflow has 11,260 stars, 1,125 forks, 69 open issues and last shipped 3 days ago. generative-ai-for-beginners leads on adoption by 991% (122,853 vs 11,260 stars). generative-ai-for-beginners is written in Jupyter Notebook under MIT; promptflow is written in Python under MIT. generative-ai-for-beginners has attracted 54% as many forks as stars, promptflow 10%. generative-ai-for-beginners was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 4 topic tags (ai, chatgpt, gpt, prompt-engineering), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| generative-ai-for-beginners | promptflow | |
|---|---|---|
| GitHub stars | ★ 123K | ★ 11K |
| License | MIT | MIT |
| Written in | Jupyter Notebook | Python |
| Last push | 2026-11-02 | 2026-10-31 |
| Forks | ⑂ 66K | ⑂ 1.1K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick generative-ai-for-beginners if
- You weight community size — 123K stars and counting
- You want the MIT license terms
- Your stack matches Jupyter Notebook
- You value the larger contributor base for long-term maintenance
pick promptflow if
- You want the promptflow feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and promptflow fits your workflow better
About generative-ai-for-beginners
21 Lessons teaching everything you need to know to start building Generative AI applications 🌐 Multi Language Support Supported via GitHub Action (Automated & Always Up to Date) Arabic Bengali Bulgarian Burmese (Myanmar) Chinese (Simplified) Chinese (Traditional, Hong Kong) Chinese (Traditional, Macau) Chinese (Traditional, Taiwan) Croatian Czech Danish Dutch Estonian Finnish French German Greek Hebrew Hindi Hungarian Indonesian Italian Japanese Kannada Khmer Korean Lithuanian Malay Malayalam Marathi Nepali Nigerian Pidgin Norwegian Persian (Farsi) Polish Portuguese (Brazil) Portuguese (Portugal) Punjabi…
read the full generative-ai-for-beginners overview →
About promptflow
Prompt flow Welcome to join us to make prompt flow better by participating discussions, opening issues, submitting PRs. Prompt flow is a suite of development tools designed to streamline the end to end development cycle of LLM based AI applications, from ideation, prototyping, testing, evaluation to production deployment and monitoring. It makes prompt engineering much easier and enables you to build LLM apps with production quality. With prompt flow, you will be able to: Create and iteratively develop flow Create executable flows that link LLMs, prompts, Python code and other tools together. Debug and iterate…
read the full promptflow overview →
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Frequently asked questions
Is generative-ai-for-beginners or promptflow more popular?
generative-ai-for-beginners has 122,853 GitHub stars and promptflow has 11,260. generative-ai-for-beginners has the larger community by that measure.
Are generative-ai-for-beginners and promptflow free?
Both are open source. generative-ai-for-beginners is licensed under MIT and promptflow under MIT. Neither carries a licence fee.
What is the difference between generative-ai-for-beginners and promptflow?
generative-ai-for-beginners is written in Jupyter Notebook and promptflow in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, generative-ai-for-beginners or promptflow?
Choose generative-ai-for-beginners if you want the larger community (122,853 stars) or its MIT licence terms. Choose promptflow if its feature set, stack or MIT licence fits better. Both are self-hostable.